qdap (version 2.3.0)

word_length: Count of Word Lengths Type

Description

Transcript apply word length counts.

Usage

word_length(text.var, grouping.var = NULL, percent = TRUE,
  zero.replace = 0, digits = 2, ...)

Arguments

text.var

The text variable.

grouping.var

The grouping variables. Default NULL generates one word list for all text. Also takes a single grouping variable or a list of 1 or more grouping variables.

percent

logical. If TRUE output given as percent. If FALSE the output is proportion.

zero.replace

Value to replace 0 values with.

digits

Integer; number of decimal places to round when printing.

…

Other arguments passed to bag_o_words.

Value

Returns a list of:

count

Dataframe of word length counts by grouping variable(s).

prop

Dataframe of the proportions of word length counts by grouping variable.

rnp

Dataframe of the frequency and proportions of word length counts by grouping variable.

percent

The value of percent used for plotting purposes.

zero.replace

The value of zero.replace used for plotting purposes.

Examples

# NOT RUN {
(x <- with(DATA, word_length(state, person)))
plot(x)
scores(x)
proportions(x)
counts(x)
plot(scores(x))
plot(proportions(x))
plot(counts(x))

(x2 <- word_length(DATA[["state"]]))
(x2 <- word_length(DATA[["state"]], apostrophe.remove=TRUE))

## Example Visualizations with Presidential Debate Data
library(tidyr)
(x_long <- proportions(x) %>% 
    gather("Letter_Length", "Proportion", -c(1:2)))
ggplot(x_long, aes(x = Letter_Length, y = Proportion, color=person, group=person)) +
    geom_line(size=.8)


(x3 <- with(pres_debates2012, word_length(dialogue, person)))
(x_long2 <- proportions(x3) %>% 
    gather("Letter_Length", "Proportion", -c(1:2)))
ggplot(x_long, aes(x = Letter_Length, weight = Proportion, fill=person, group=person)) +
    geom_bar()

ggplot(x_long, aes(x = Letter_Length, weight = Proportion, fill=person)) +
    geom_bar() + 
    facet_wrap(~person, ncol=1)
        
ggplot(x_long, aes(x = Letter_Length, weight = Proportion, fill=person)) +
    geom_bar() + 
    coord_flip() + 
    facet_wrap(~person, ncol=1)

ggplot(x_long, aes(x = person, weight = Proportion)) +
    geom_bar(fill="grey40") + 
    coord_flip() + 
    facet_grid(Letter_Length~.)
# }